Lattice: Multivariate Data Visualization with R (Use R!)
Product Description
Lattice: Multivariate Data Visualization with R (Use R!)
Written by the author of the lattice system, this book describes lattice in considerable depth, beginning with the essentials and systematically delving into specific low levels details as necessary. No prior experience with lattice is required to read the book, although basic familiarity with R is assumed. The book contains close to 150 figures produced with lattice. Many of the examples emphasize principles of good graphical design; almost all use real data sets that are publicly available in various R packages. All code and figures in the book are also available online, along with supplementary material covering more advanced topics.
Technical Specifications
You might also like
Ensemble Methods in Data Mining: Improving Accuracy Through Combining Predictions (Synthesis Lectures on Data Mining and Knowledge Discovery)
The Elements of Statistical Learning: Data Mining, Inference, and Prediction, Second Edition (Springer Series in Statistics)
ggplot2: Elegant Graphics for Data Analysis (Use R!)
Practical Data Science with R
R for Data Science: Import, Tidy, Transform, Visualize, and Model Data
Applied Predictive Modeling
An Introduction to Statistical Learning: with Applications in R (Springer Texts in Statistics)
Python for Data Analysis: Data Wrangling with Pandas, NumPy, and IPython
Regression Modeling Strategies: With Applications to Linear Models, Logistic and Ordinal Regression, and Survival Analysis (Springer Series in Statistics)
Efficient R Programming: A Practical Guide to Smarter Programming